Problem Analysis #17

Solar-Pro-2 (31B)(high) · Run 1

27.45s
5,828 toks
Problem Statement

Let aa and bb be real numbers such that

limx01x3(a20x11t2dt+bxcosx)=2.\lim_{x \to 0} \frac{1}{x^3} \left( \frac{a}{2} \int_0^x \frac{1}{1-t^2}\, dt + bx\cos x \right) = 2.

Find the value of 100(a+b)2100(a + b)^2.\

Ground Truth
576
Execution Trace
Reasoning Process

[THOUGHT] To solve the given limit problem, we start by expanding the integral and trigonometric terms using their Taylor series around x=0x = 0. The integral 0x11t2dt\int_0^x \frac{1}{1 - t^2} \, dt expands to x+x33+x55+x + \frac{x^3}{3} + \frac{x^5}{5} + \cdots. Multiplying by a2\frac{a}{2} gives a2x+a6x3+\frac{a}{2}x + \frac{a}{6}x^3 + \cdots. The term bxcosxbx \cos x expands to bxb2x3+bx - \frac{b}{2}x^3 + \cdots. Combining these, the numerator becomes (a2+b)x+(a6b2)x3+\left( \frac{a}{2} + b \right)x + \left( \frac{a}{6} - \frac{b}{2} \right)x^3 + \cdots. Dividing by x3x^3 and taking the limit as x0x \to 0, the coefficient of 1x2\frac{1}{x^2} must be zero for the limit to exist, leading to the equations:

  1. a2+b=0\frac{a}{2} + b = 0
  2. a6b2=2\frac{a}{6} - \frac{b}{2} = 2

Solving these equations gives a=245a = \frac{24}{5} and b=125b = -\frac{12}{5}. Thus, a+b=125a + b = \frac{12}{5}, and 100(a+b)2=576100(a + b)^2 = 576.

[/THOUGHT] [PYTHON]

Solving the system of equations derived from the limit conditions

from sympy import symbols, Eq, solve

a, b = symbols('a b') eq1 = Eq(a/2 + b, 0) eq2 = Eq(a/6 - b/2, 2) solution = solve((eq1, eq2), (a, b)) a_val = solution[a] b_val = solution[b] result = 100 * (a_val + b_val)**2 print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 576 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code solved the system of equations derived from the limit conditions and computed 100(a+b)2=576100(a + b)^2 = 576. The output is consistent with the algebraic solution, confirming the result. [/THOUGHT] 576\boxed{576}

Final Model Output
576

Comparative Analysis (P17) (Average across runs)

Avg Time Taken

Solar-Open-100B
632.5
K-EXAONE-236B-A23B
317.1
Llama-VARCO-8B-Instruct
57.7
Deepseek-V3.2
51.0
Kanana-2-30B-Thinking
41.5
K-EXAONE-236B-A23B
38.6
HCX-007(high)
38.3
Kanana-2-30B-Thinking-2601
33.1
Gemini-3-Pro-Preview
30.4
Solar-Pro-2 (31B)(high)
27.4
GPT-5.2 (high)
24.4
GPT-5.1 (high)
23.9
Grok-4.1-fast
23.5
A.X-4.0 (72B)
21.9
Claude-Opus-4.5
15.2
EXAONE-4.0.1-32B (high)
7.2

Avg Token Usage

K-EXAONE-236B-A23B
42,879
Grok-4.1-fast
8,530
Solar-Open-100B
7,810
Kanana-2-30B-Thinking-2601
7,015
Kanana-2-30B-Thinking
6,949
Solar-Pro-2 (31B)(high)
5,828
GPT-5.2 (high)
5,763
Gemini-3-Pro-Preview
5,699
Deepseek-V3.2
5,224
GPT-5.1 (high)
4,873
K-EXAONE-236B-A23B
4,597
EXAONE-4.0.1-32B (high)
4,374
HCX-007(high)
4,370
Claude-Opus-4.5
3,675
A.X-4.0 (72B)
2,081
Llama-VARCO-8B-Instruct
1,031